MAGDA Sebastian,AIRRIESS Christopher N.,WHITE Nathan S.
申请号：
SI201630777
公开号：
SI3277178T1
申请日:
2016.03.31
申请国别(地区):
SI
年份:
2020
代理人:
摘要：
The disclosed technology relates generally to medical imaging, and more particularly, some embodiments relate to systems and methods for creating and using a covariate modulated or “dynamic” atlas. Some embodiments of the disclosure provide a method for predicting an alas using General Additive Model (GAM) parameters, wherein the GAM parameters are derived by registering (and optionally segmenting) a plurality of image data sets from a plurality of different subjects to an initial atlas estimate (e.g., a seed atlas), and analyzing the resulting registration, segmentation, and intensity parameters as correlated with input covariates.
